|
{ |
|
"best_metric": 0.4414389729499817, |
|
"best_model_checkpoint": "autotrain-5fp4q-xo5q8/checkpoint-52", |
|
"epoch": 2.0, |
|
"eval_steps": 500, |
|
"global_step": 52, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.038461538461538464, |
|
"grad_norm": 22.706926345825195, |
|
"learning_rate": 6.25e-06, |
|
"loss": 1.7992, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.07692307692307693, |
|
"grad_norm": 14.82021427154541, |
|
"learning_rate": 1.25e-05, |
|
"loss": 1.6176, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.11538461538461539, |
|
"grad_norm": 21.29955291748047, |
|
"learning_rate": 1.8750000000000002e-05, |
|
"loss": 1.6712, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.15384615384615385, |
|
"grad_norm": 10.56375503540039, |
|
"learning_rate": 2.5e-05, |
|
"loss": 1.1576, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.19230769230769232, |
|
"grad_norm": 12.371294021606445, |
|
"learning_rate": 3.125e-05, |
|
"loss": 1.1625, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.23076923076923078, |
|
"grad_norm": 10.228344917297363, |
|
"learning_rate": 3.7500000000000003e-05, |
|
"loss": 0.9789, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.2692307692307692, |
|
"grad_norm": 7.665449619293213, |
|
"learning_rate": 4.375e-05, |
|
"loss": 0.6949, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.3076923076923077, |
|
"grad_norm": 4.8355607986450195, |
|
"learning_rate": 5e-05, |
|
"loss": 0.3715, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.34615384615384615, |
|
"grad_norm": 3.644941806793213, |
|
"learning_rate": 4.928571428571429e-05, |
|
"loss": 0.2734, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.38461538461538464, |
|
"grad_norm": 10.93883228302002, |
|
"learning_rate": 4.8571428571428576e-05, |
|
"loss": 1.1038, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.4230769230769231, |
|
"grad_norm": 1.8329538106918335, |
|
"learning_rate": 4.785714285714286e-05, |
|
"loss": 0.0594, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.46153846153846156, |
|
"grad_norm": 6.308378219604492, |
|
"learning_rate": 4.714285714285714e-05, |
|
"loss": 0.5268, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.5, |
|
"grad_norm": 11.916308403015137, |
|
"learning_rate": 4.642857142857143e-05, |
|
"loss": 1.3736, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.5384615384615384, |
|
"grad_norm": 7.456629276275635, |
|
"learning_rate": 4.5714285714285716e-05, |
|
"loss": 1.0286, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 0.5769230769230769, |
|
"grad_norm": 8.702776908874512, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.7341, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 0.6153846153846154, |
|
"grad_norm": 13.713752746582031, |
|
"learning_rate": 4.428571428571428e-05, |
|
"loss": 1.0677, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 0.6538461538461539, |
|
"grad_norm": 9.722982406616211, |
|
"learning_rate": 4.3571428571428576e-05, |
|
"loss": 0.9429, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 0.6923076923076923, |
|
"grad_norm": 4.836060523986816, |
|
"learning_rate": 4.2857142857142856e-05, |
|
"loss": 0.4127, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 0.7307692307692307, |
|
"grad_norm": 5.4703497886657715, |
|
"learning_rate": 4.214285714285714e-05, |
|
"loss": 0.4774, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 0.7692307692307693, |
|
"grad_norm": 3.5811495780944824, |
|
"learning_rate": 4.1428571428571437e-05, |
|
"loss": 0.4939, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.8076923076923077, |
|
"grad_norm": 7.475313186645508, |
|
"learning_rate": 4.0714285714285717e-05, |
|
"loss": 0.8256, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 0.8461538461538461, |
|
"grad_norm": 5.056193828582764, |
|
"learning_rate": 4e-05, |
|
"loss": 0.5561, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 0.8846153846153846, |
|
"grad_norm": 3.139153242111206, |
|
"learning_rate": 3.928571428571429e-05, |
|
"loss": 0.2875, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 0.9230769230769231, |
|
"grad_norm": 7.5760884284973145, |
|
"learning_rate": 3.857142857142858e-05, |
|
"loss": 0.5746, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 0.9615384615384616, |
|
"grad_norm": 7.418881893157959, |
|
"learning_rate": 3.785714285714286e-05, |
|
"loss": 0.7306, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 8.691544532775879, |
|
"learning_rate": 3.7142857142857143e-05, |
|
"loss": 0.2932, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8627450980392157, |
|
"eval_f1_macro": 0.7521367521367521, |
|
"eval_f1_micro": 0.8627450980392157, |
|
"eval_f1_weighted": 0.8526897938662645, |
|
"eval_loss": 0.4614105522632599, |
|
"eval_precision_macro": 0.8204607046070461, |
|
"eval_precision_micro": 0.8627450980392157, |
|
"eval_precision_weighted": 0.8576040172166427, |
|
"eval_recall_macro": 0.7095095095095095, |
|
"eval_recall_micro": 0.8627450980392157, |
|
"eval_recall_weighted": 0.8627450980392157, |
|
"eval_runtime": 42.7222, |
|
"eval_samples_per_second": 1.194, |
|
"eval_steps_per_second": 0.094, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.0384615384615385, |
|
"grad_norm": 5.2084550857543945, |
|
"learning_rate": 3.642857142857143e-05, |
|
"loss": 0.4819, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.0769230769230769, |
|
"grad_norm": 5.608432292938232, |
|
"learning_rate": 3.571428571428572e-05, |
|
"loss": 0.5022, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.1153846153846154, |
|
"grad_norm": 2.5721189975738525, |
|
"learning_rate": 3.5e-05, |
|
"loss": 0.2137, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 1.1538461538461537, |
|
"grad_norm": 3.4027936458587646, |
|
"learning_rate": 3.428571428571429e-05, |
|
"loss": 0.2027, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.1923076923076923, |
|
"grad_norm": 6.340023517608643, |
|
"learning_rate": 3.357142857142857e-05, |
|
"loss": 0.4467, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 1.2307692307692308, |
|
"grad_norm": 4.974024295806885, |
|
"learning_rate": 3.285714285714286e-05, |
|
"loss": 0.3403, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 1.2692307692307692, |
|
"grad_norm": 0.9552409052848816, |
|
"learning_rate": 3.2142857142857144e-05, |
|
"loss": 0.0516, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.3076923076923077, |
|
"grad_norm": 2.218487024307251, |
|
"learning_rate": 3.142857142857143e-05, |
|
"loss": 0.1517, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.3461538461538463, |
|
"grad_norm": 4.473520278930664, |
|
"learning_rate": 3.071428571428572e-05, |
|
"loss": 0.2437, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 1.3846153846153846, |
|
"grad_norm": 0.7838555574417114, |
|
"learning_rate": 3e-05, |
|
"loss": 0.0439, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 1.4230769230769231, |
|
"grad_norm": 5.70513391494751, |
|
"learning_rate": 2.9285714285714288e-05, |
|
"loss": 0.4307, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 1.4615384615384617, |
|
"grad_norm": 6.128334999084473, |
|
"learning_rate": 2.857142857142857e-05, |
|
"loss": 0.3735, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"grad_norm": 3.746047019958496, |
|
"learning_rate": 2.785714285714286e-05, |
|
"loss": 0.2421, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 1.5384615384615383, |
|
"grad_norm": 9.368988990783691, |
|
"learning_rate": 2.714285714285714e-05, |
|
"loss": 1.0537, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.5769230769230769, |
|
"grad_norm": 4.9520087242126465, |
|
"learning_rate": 2.642857142857143e-05, |
|
"loss": 0.4067, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 1.6153846153846154, |
|
"grad_norm": 5.346065044403076, |
|
"learning_rate": 2.5714285714285714e-05, |
|
"loss": 0.3763, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 1.6538461538461537, |
|
"grad_norm": 4.066850185394287, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.2232, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 1.6923076923076923, |
|
"grad_norm": 0.366755872964859, |
|
"learning_rate": 2.4285714285714288e-05, |
|
"loss": 0.0149, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 1.7307692307692308, |
|
"grad_norm": 6.567800521850586, |
|
"learning_rate": 2.357142857142857e-05, |
|
"loss": 0.8362, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 1.7692307692307692, |
|
"grad_norm": 14.717028617858887, |
|
"learning_rate": 2.2857142857142858e-05, |
|
"loss": 1.7882, |
|
"step": 46 |
|
}, |
|
{ |
|
"epoch": 1.8076923076923077, |
|
"grad_norm": 3.6191389560699463, |
|
"learning_rate": 2.214285714285714e-05, |
|
"loss": 0.113, |
|
"step": 47 |
|
}, |
|
{ |
|
"epoch": 1.8461538461538463, |
|
"grad_norm": 7.102859973907471, |
|
"learning_rate": 2.1428571428571428e-05, |
|
"loss": 0.7773, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.8846153846153846, |
|
"grad_norm": 4.499615669250488, |
|
"learning_rate": 2.0714285714285718e-05, |
|
"loss": 0.2393, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 1.9230769230769231, |
|
"grad_norm": 5.825705528259277, |
|
"learning_rate": 2e-05, |
|
"loss": 0.4396, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.9615384615384617, |
|
"grad_norm": 4.1611504554748535, |
|
"learning_rate": 1.928571428571429e-05, |
|
"loss": 0.1598, |
|
"step": 51 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 17.309432983398438, |
|
"learning_rate": 1.8571428571428572e-05, |
|
"loss": 0.6843, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8431372549019608, |
|
"eval_f1_macro": 0.7110579479000531, |
|
"eval_f1_micro": 0.8431372549019608, |
|
"eval_f1_weighted": 0.8393376489351722, |
|
"eval_loss": 0.4414389729499817, |
|
"eval_precision_macro": 0.7435897435897436, |
|
"eval_precision_micro": 0.8431372549019608, |
|
"eval_precision_weighted": 0.8471593765711413, |
|
"eval_recall_macro": 0.7005005005005005, |
|
"eval_recall_micro": 0.8431372549019608, |
|
"eval_recall_weighted": 0.8431372549019608, |
|
"eval_runtime": 43.3611, |
|
"eval_samples_per_second": 1.176, |
|
"eval_steps_per_second": 0.092, |
|
"step": 52 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 78, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.01 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 0 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 9.23173154118697e+16, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|